Package: RobAStBase 1.2.6
Matthias Kohl
RobAStBase: Robust Asymptotic Statistics
Base S4-classes and functions for robust asymptotic statistics.
Authors:
RobAStBase_1.2.6.tar.gz
RobAStBase_1.2.6.zip(r-4.5)RobAStBase_1.2.6.zip(r-4.4)RobAStBase_1.2.6.zip(r-4.3)
RobAStBase_1.2.6.tgz(r-4.4-any)RobAStBase_1.2.6.tgz(r-4.3-any)
RobAStBase_1.2.6.tar.gz(r-4.5-noble)RobAStBase_1.2.6.tar.gz(r-4.4-noble)
RobAStBase_1.2.6.tgz(r-4.4-emscripten)RobAStBase_1.2.6.tgz(r-4.3-emscripten)
RobAStBase.pdf |RobAStBase.html✨
RobAStBase/json (API)
NEWS
| # Install 'RobAStBase' in R: |
| install.packages('RobAStBase', repos = c('https://r-forge.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://r-forge.r-project.org/projects/robast
Last updated 3 months agofrom:e272ae8e67. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 03 2024 |
| R-4.5-win | OK | Nov 03 2024 |
| R-4.5-linux | OK | Nov 03 2024 |
| R-4.4-win | OK | Nov 03 2024 |
| R-4.4-mac | OK | Nov 03 2024 |
| R-4.3-win | OK | Nov 03 2024 |
| R-4.3-mac | OK | Nov 03 2024 |
Exports:.eq.filterEargsWEargList.fixInLiesInSupport.getDistr.makedotsLowLevel.makedotsP.merge.lists.plotRescaledAxis.rescalefct.SelectOrderDataaddInfo<-addRisk<-asbiasbiastypeCallL2FamCallL2Fam<-centcent<-centercenter<-checkICclipclip<-clipLoclipLo<-clipUpclipUp<-comparePlotComparePlotContICContNeighborhoodCurvecutoffcutoff.chisqcutoff.quantcutoff.quantilecutoff.quantile<-cutoff.semempddPlotevalICFixRobModelgenerateICgenerateIC.fctgetBiasICgetBoundedICgetFiRiskgetPICgetRiskFctBVgetRiskICgetRobAStBaseOptiongetweightICICListInfluenceCurveinfoPlotInfoPlotInfosInfos<-InfRobModelkStepEstimatorkStepEstimator.startkstepslocMEstimatorlowerCaselowerCase<-makeICMBRRiskminbiasweightmodifyICmoveICBackFromRefParammoveL2Fam2RefParamMrootnamename<-neighborneighbor<-neighborRadiusneighborRadius<-normtypeOMSRRiskoneStepEstimatoroptICoutlyingPlotICpICpICListplotPlotICqqplotradiusradius<-rescaleFunctionreturnlevelplotRisksRisks<-RMXRRiskRobAStBaseMASKRobAStBaseOptionsrobestCallsamplesizesamplesize<-showstandstand<-startstartvalstepstimingsTotalVarICTotalVarNeighborhoodtypeukstepsustartvalweightweight<-
Dependencies:DEoptimRdistrdistrExdistrModlatticeMASSmvtnormpcaPPRandVarrobustbaserrcovsfsmiscstartupmsg
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Robust Asymptotic Statistics | RobAStBase-package RobAStBase |
| ALEstimate-class. | .checkEstClassForParamFamily,ANY,CvMMDEstimate-method .checkEstClassForParamFamily,ANY,MLEstimate-method ALEstimate-class asbias asbias,ALEstimate-method confint,ALEstimate,asymmetricBias-method confint,ALEstimate,missing-method confint,ALEstimate,onesidedBias-method confint,ALEstimate,symmetricBias-method CvMMD.ALEstimate-class getPIC getPIC,ANY-method getPIC,CvMMDEstimate-method getPIC,MLEstimate-method MCALEstimate-class ML.ALEstimate-class pIC pIC,ALEstimate-method pIC,CvMMD.ALEstimate-method pIC,CvMMDEstimate-method pIC,MCALEstimate-method pIC,MCEstimate-method pIC,ML.ALEstimate-method pIC,MLEstimate-method show,ALEstimate-method show,MCALEstimate-method |
| Robust Weight classes for bounded, standardized weights | BdStWeight-class stand,BdStWeight-method stand<-,BdStWeight-method |
| Methods for Function biastype in Package `RobAStBase' | biastype biastype,interpolRisk-method |
| Robust Weight classes for bounded weights | BoundedWeight-class clip,BoundedWeight-method clip<-,BoundedWeight-method |
| Generic Function for Checking ICs | checkIC checkIC,IC,L2ParamFamily-method checkIC,IC,missing-method |
| Wrapper function for function comparePlot | ComparePlot |
| Compare - Plots | comparePlot comparePlot,IC,IC-method comparePlot-methods |
| Generating function for ContIC-class | ContIC |
| Influence curve of contamination type | CallL2Fam<-,ContIC-method cent cent,ContIC-method cent<- cent<-,ContIC-method clip,ContIC-method clip<- clip<-,ContIC-method ContIC-class generateIC,ContNeighborhood,L2ParamFamily-method lowerCase<- lowerCase<-,ContIC-method neighbor,ContIC-method show,ContIC-method stand<- stand<-,ContIC-method |
| Generating function for ContNeighborhood-class | ContNeighborhood |
| Contamination Neighborhood | ContNeighborhood-class |
| Generating function(s) for class 'cutoff' | cutoff cutoff.chisq cutoff.quant cutoff.sememp |
| Cutoff class for distance-distance plots | cutoff-class cutoff.quantile cutoff.quantile,cutoff-method cutoff.quantile<- cutoff.quantile<-,cutoff-method fct,cutoff-method name,cutoff-method |
| Methods for Function ddPlot in Package `RobAStBase' | ddPlot ddPlot,data.frame-method ddPlot,matrix-method ddPlot,numeric-method ddPlot-methods |
| Generic function for evaluating ICs | evalIC |
| Generating function for FixRobModel-class | FixRobModel |
| Robust model with fixed (unconditional) neighborhood | FixRobModel-class neighbor<-,FixRobModel-method show,FixRobModel-method |
| Generic function for the generation of influence curves | generateIC |
| Generic Function for making ICs consistent at a possibly different model | generateIC.fct generateIC.fct,UncondNeighborhood,L2ParamFamily-method generateIC.fct-methods |
| Generic function for the computation of the asymptotic bias for an IC | getBiasIC getBiasIC,IC,UncondNeighborhood-method getBiasIC-methods |
| getBoundedIC | getBoundedIC |
| Generic Function for Computation of Finite-Sample Risks | getFiRisk getFiRisk,fiUnOvShoot,Norm,ContNeighborhood-method getFiRisk,fiUnOvShoot,Norm,TotalVarNeighborhood-method getFiRisk-methods |
| Methods for Function getRiskFctBV in Package `RobAStBase' | getRiskFctBV getRiskFctBV,asGRisk,ANY-method getRiskFctBV,asMSE,ANY-method getRiskFctBV,asSemivar,asymmetricBias-method getRiskFctBV,asSemivar,onesidedBias-method getRiskFctBV,interpolRisk,ANY-method getRiskFctBV-methods |
| Generic function for the computation of a risk for an IC | getRiskIC getRiskIC,IC,asBias,UncondNeighborhood,L2ParamFamily-method getRiskIC,IC,asBias,UncondNeighborhood,missing-method getRiskIC,IC,asCov,missing,L2ParamFamily-method getRiskIC,IC,asCov,missing,missing-method getRiskIC,IC,asMSE,UncondNeighborhood,L2ParamFamily-method getRiskIC,IC,asMSE,UncondNeighborhood,missing-method getRiskIC,IC,fiUnOvShoot,ContNeighborhood,missing-method getRiskIC,IC,fiUnOvShoot,TotalVarNeighborhood,missing-method getRiskIC,IC,trAsCov,missing,L2ParamFamily-method getRiskIC,IC,trAsCov,missing,missing-method getRiskIC,TotalVarIC,asUnOvShoot,UncondNeighborhood,missing-method getRiskIC-methods |
| Generating weights | getweight getweight,BdStWeight,TotalVarNeighborhood,BiasType-method getweight,HampelWeight,ContNeighborhood,asymmetricBias-method getweight,HampelWeight,ContNeighborhood,BiasType-method getweight,HampelWeight,ContNeighborhood,onesidedBias-method getweight-methods minbiasweight minbiasweight,BdStWeight,TotalVarNeighborhood,BiasType-method minbiasweight,HampelWeight,ContNeighborhood,asymmetricBias-method minbiasweight,HampelWeight,ContNeighborhood,BiasType-method minbiasweight,HampelWeight,ContNeighborhood,onesidedBias-method minbiasweight-methods |
| Robust Weight classes for weights of Hampel type | cent,HampelWeight-method cent<-,HampelWeight-method HampelWeight-class |
| Influence curve of Hampel type | biastype,HampIC-method HampIC-class lowerCase lowerCase,HampIC-method neighborRadius neighborRadius,ANY-method neighborRadius,HampIC-method neighborRadius<- neighborRadius<-,HampIC-method normtype,HampIC-method stand stand,HampIC-method weight,HampIC-method |
| Generating function for IC-class | IC |
| Influence curve | CallL2Fam CallL2Fam,IC-method CallL2Fam<- CallL2Fam<-,IC-method evalIC,IC,matrix-method evalIC,IC,numeric-method IC-class modifyIC modifyIC,IC-method show,IC-method |
| Generating function for InfluenceCurve-class | InfluenceCurve |
| Influence curve | addInfo<- addInfo<-,InfluenceCurve-method addRisk<- addRisk<-,InfluenceCurve-method Curve Curve,InfluenceCurve-method Domain,InfluenceCurve-method InfluenceCurve-class Infos Infos,InfluenceCurve-method Infos<- Infos<-,InfluenceCurve-method Map,InfluenceCurve-method name,InfluenceCurve-method name<-,InfluenceCurve-method Range,InfluenceCurve-method Risks Risks,InfluenceCurve-method Risks<- Risks<-,InfluenceCurve-method show,InfluenceCurve-method |
| Plot absolute and relative information | infoPlot infoPlot,IC-method infoPlot-methods |
| Wrapper function for information plot method | InfoPlot |
| Generating function for InfRobModel-class | InfRobModel |
| Robust model with infinitesimal (unconditional) neighborhood | InfRobModel-class neighbor<-,InfRobModel-method show,InfRobModel-method |
| Interpolated Risks | interpolRisk-class MBRRisk MBRRisk-class OMSRRisk OMSRRisk-class RMXRRisk RMXRRisk-class |
| kStepEstimate-class. | ICList ICList,kStepEstimate-method kStepEstimate-class ksteps ksteps,kStepEstimate-method OptionalCall-class pICList pICList,kStepEstimate-method robestCall robestCall,kStepEstimate-method show,kStepEstimate-method start,kStepEstimate-method startval startval,kStepEstimate-method steps steps,kStepEstimate-method timings timings,kStepEstimate-method uksteps uksteps,kStepEstimate-method ustartval ustartval,kStepEstimate-method |
| Function for the computation of k-step estimates | kStepEstimator |
| Methods for function kStepEstimator.start in Package `RobAStBase' | kStepEstimator.start kStepEstimator.start,Estimate-method kStepEstimator.start,function-method kStepEstimator.start,numeric-method kStepEstimator.start-methods |
| Generic function for the computation of location M estimates | locMEstimator locMEstimator,numeric,InfluenceCurve-method locMEstimator-methods |
| Generic Function for making ICs consistent at a possibly different model | makeIC makeIC,function,L2ParamFamily-method makeIC,IC,L2ParamFamily-method makeIC,IC,missing-method makeIC,list,L2ParamFamily-method makeIC-methods |
| Masked Methods from Packages `stats' and `graphics' in Package `RobAStBase' | clip clip,ANY-method clip-methods maskedMethods start start,ANY-method start-methods |
| MEstimate-class. | MEstimate-class Mroot Mroot,MEstimate-method show,MEstimate-method |
| Methods for Functions moving from and to reference parameter in Package `ROptEst' | moveICBackFromRefParam moveICBackFromRefParam,HampIC,L2ParamFamily-method moveICBackFromRefParam,IC,L2LocationFamily-method moveICBackFromRefParam,IC,L2LocationScaleFamily-method moveICBackFromRefParam,IC,L2ParamFamily-method moveICBackFromRefParam,IC,L2ScaleFamily-method moveICBackFromRefParam-methods moveL2Fam2RefParam moveL2Fam2RefParam,L2LocationFamily-method moveL2Fam2RefParam,L2LocationScaleFamily-method moveL2Fam2RefParam,L2ParamFamily-method moveL2Fam2RefParam,L2ScaleFamily-method moveL2Fam2RefParam-methods |
| Neighborhood | Neighborhood-class radius radius,Neighborhood-method radius<- radius<-,Neighborhood-method show,Neighborhood-method type,Neighborhood-method |
| Methods for Function normtype in Package `RobAStBase' | normtype normtype,interpolRisk-method |
| Function for the computation of one-step estimates | oneStepEstimator |
| Generic function for the computation of optimally robust ICs | optIC optIC,L2ParamFamily,asCov-method optIC-methods |
| Some helper Classes in package 'RobAStBase' | OptionalInfluenceCurve-class OptionalInfluenceCurveOrCall-class OptionalpICList-class pICList-class show,OptionalpICList-method show,pICList-method StartClass-class |
| Function outlyingPlotIC in Package `RobAStBase' | outlyingPlotIC |
| Methods for Function plot in Package `RobAStBase' | plot plot,IC,missing-method plot,IC,numeric-method plot-methods |
| Wrapper function for plot method for IC | PlotIC |
| Methods for Function qqplot in Package `RobAStBase' | qqplot qqplot,ANY,InfRobModel-method qqplot,ANY,kStepEstimate-method qqplot,ANY,RobModel-method qqplot-methods |
| Methods for Function returnlevelplot in Package `RobAStBase' | returnlevelplot returnlevelplot,ANY,InfRobModel-method returnlevelplot,ANY,kStepEstimate-method returnlevelplot,ANY,RobModel-method returnlevelplot-methods |
| Masking of/by other functions in package "RobAStBase" | MASKING RobAStBaseMASK |
| Function to change the global variables of the package `RobAStBase' | all.verbose getRobAStBaseOption IC.UpdateInKer kStepUseLast modifyICwarn RobAStBaseOptions withICList withPICList withUpdateInKer |
| Control classes in package RobAStBase | name,RobAStControl-method name<-,RobAStControl-method RobAStControl-class |
| Robust model | center center,RobModel-method center<- center<-,RobModel-method name,RobModel-method neighbor neighbor,RobModel-method neighbor<- neighbor<-,RobModel-method RobModel-class trafo,RobModel,missing-method trafo<-,RobModel-method |
| Robust Weight classes | name,RobWeight-method name<-,RobWeight-method RobWeight-class weight weight,RobWeight-method weight<- weight<-,RobWeight-method weight<--methods |
| Methods for Function samplesize in Package `RobAStBase' | samplesize samplesize,interpolRisk-method samplesize<- samplesize<-,interpolRisk-method |
| Generating function for TotalVarIC-class | TotalVarIC |
| Influence curve of total variation type | CallL2Fam<-,TotalVarIC-method clip,TotalVarIC-method clipLo clipLo,TotalVarIC-method clipLo<- clipLo<-,TotalVarIC-method clipUp clipUp,TotalVarIC-method clipUp<- clipUp<-,TotalVarIC-method generateIC,TotalVarNeighborhood,L2ParamFamily-method lowerCase<-,TotalVarIC-method neighbor,TotalVarIC-method show,TotalVarIC-method stand<-,TotalVarIC-method TotalVarIC-class |
| Generating function for TotalVarNeighborhood-class | TotalVarNeighborhood |
| Total variation neighborhood | TotalVarNeighborhood-class |
| Unconditional neighborhood | UncondNeighborhood-class |
